no code implementations • 29 Jan 2024 • Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
In the realm of precision medicine, effective patient stratification and disease subtyping demand innovative methodologies tailored for multi-omics data.
no code implementations • 27 Dec 2021 • Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer, Stefan Schulz
Clinical information systems have become large repositories for semi-structured and partly annotated electronic health record data, which have reached a critical mass that makes them interesting for supervised data-driven neural network approaches.
no code implementations • LREC 2020 • Stefan Schulz, Larissa Hammer, David Hashemian-Nik, Markus Kreuzthaler
With large parts of clinical documents in free text, NLP is playing a more and more important role in unlocking re-usable and interoperable meaning from medical records.
1 code implementation • Journal of the American Medical Informatics Association 2019 • Michel Oleynik, Amila Kugic, Zdenko Kasáč, Markus Kreuzthaler
Shallow machine learning strategies showed lower overall micro F1 scores, but still higher than deep learning strategies and the baseline.
no code implementations • WS 2016 • Markus Kreuzthaler, Michel Oleynik, Alex Avian, er, Stefan Schulz
The disambiguation of period characters is therefore an important task for sentence and abbreviation detection.